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@inproceedings{DBLP:conf/miccai/AregaBM21,
author = {Tewodros Weldebirhan Arega and
St{\'{e}}phanie Bricq and
Fabrice M{\'{e}}riaudeau},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Leveraging Uncertainty Estimates to Improve Segmentation Performance
in Cardiac {MR}},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {24--33},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_3},
doi = {10.1007/978-3-030-87735-4\_3},
timestamp = {Mon, 04 Oct 2021 16:09:19 +0200},
biburl = {https://dblp.org/rec/conf/miccai/AregaBM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AvisdrisBBJ21,
author = {Netanell Avisdris and
Dafna Ben{-}Bashat and
Liat Ben{-}Sira and
Leo Joskowicz},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Fetal Brain {MRI} Measurements Using a Deep Learning Landmark Network
with Reliability Estimation},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {210--220},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_20},
doi = {10.1007/978-3-030-87735-4\_20},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/AvisdrisBBJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BergerPGK21,
author = {Christoph Berger and
Magdalini Paschali and
Ben Glocker and
Konstantinos Kamnitsas},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Confidence-Based Out-of-Distribution Detection: {A} Comparative Study
and Analysis},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {122--132},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_12},
doi = {10.1007/978-3-030-87735-4\_12},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BergerPGK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CarseSHTPFM21,
author = {Jacob Carse and
Tam{\'{a}}s S{\"{u}}veges and
Stephen Hogg and
Emanuele Trucco and
Charlotte Proby and
Colin Fleming and
Stephen J. McKenna},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Robust Selective Classification of Skin Lesions with Asymmetric Costs},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {112--121},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_11},
doi = {10.1007/978-3-030-87735-4\_11},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/CarseSHTPFM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DumastKADKC21,
author = {Priscille de Dumast and
Hamza Kebiri and
Chirine Atat and
Vincent Dunet and
M{\'{e}}riam Koob and
Meritxell Bach Cuadra},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Segmentation of the Cortical Plate in Fetal Brain {MRI} with a Topological
Loss},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {200--209},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_19},
doi = {10.1007/978-3-030-87735-4\_19},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/DumastKADKC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ErdilCKK21,
author = {Ertunc Erdil and
Krishna Chaitanya and
Neerav Karani and
Ender Konukoglu},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Task-Agnostic Out-of-Distribution Detection Using Kernel Density Estimation},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {91--101},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_9},
doi = {10.1007/978-3-030-87735-4\_9},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ErdilCKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/FidonAMDEGSEPKD21,
author = {Lucas Fidon and
Michael Aertsen and
Nada Mufti and
Thomas Deprest and
Doaa Emam and
Fr{\'{e}}d{\'{e}}ric Guffens and
Ernst Schwartz and
Michael Ebner and
Daniela Prayer and
Gregor Kasprian and
Anna L. David and
Andrew Melbourne and
S{\'{e}}bastien Ourselin and
Jan Deprest and
Georg Langs and
Tom Vercauteren},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Distributionally Robust Segmentation of Abnormal Fetal Brain 3D {MRI}},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {263--273},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_25},
doi = {10.1007/978-3-030-87735-4\_25},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/FidonAMDEGSEPKD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GaudfernauBA21,
author = {Fleur Gaudfernau and
El{\'{e}}onore Blondiaux and
St{\'{e}}phanie Allassonni{\`{e}}re},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Analysis of the Anatomical Variability of Fetal Brains with Corpus
Callosum Agenesis},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {274--283},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_26},
doi = {10.1007/978-3-030-87735-4\_26},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/GaudfernauBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GrigorescuUCCHB21,
author = {Irina Grigorescu and
Alena Uus and
Daan Christiaens and
Lucilio Cordero{-}Grande and
Jana Hutter and
Dafnis Batalle and
A. David Edwards and
Joseph V. Hajnal and
Marc Modat and
Maria Deprez},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Uncertainty-Aware Deep Learning Based Deformable Registration},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {54--63},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_6},
doi = {10.1007/978-3-030-87735-4\_6},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/GrigorescuUCCHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HeinsaluWRZURRS21,
author = {Riine Heinsalu and
Logan Z. J. Williams and
Aditi Ranjan and
Carla Avena Zampieri and
Alena Uus and
Emma Claire Robinson and
Mary A. Rutherford and
Lisa Story and
Jana Hutter},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Predicting Preterm Birth Using Multimodal Fetal Imaging},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {284--293},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_27},
doi = {10.1007/978-3-030-87735-4\_27},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/HeinsaluWRZURRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HuHYMRS21,
author = {Zoe Hu and
Ricky Hu and
Ryan Yan and
Chantal Mayer and
Robert N. Rohling and
Rohit Singla},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Automatic Placenta Abnormality Detection Using Convolutional Neural
Networks on Ultrasound Texture},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {147--156},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_14},
doi = {10.1007/978-3-030-87735-4\_14},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/HuHYMRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/IwamotoRTK21,
author = {Sora Iwamoto and
Bisser Raytchev and
Toru Tamaki and
Kazufumi Kaneda},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Improving the Reliability of Semantic Segmentation of Medical Images
by Uncertainty Modeling with Bayesian Deep Networks and Curriculum
Learning},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {34--43},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_4},
doi = {10.1007/978-3-030-87735-4\_4},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/IwamotoRTK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KhanzhinaKF21,
author = {Natalia Khanzhina and
Maxim Kashirin and
Andrey Filchenkov},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Monte Carlo Concrete DropPath for Epistemic Uncertainty Estimation
in Brain Tumor Segmentation},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {64--74},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_7},
doi = {10.1007/978-3-030-87735-4\_7},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/KhanzhinaKF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LajousHRTDAYKLH21,
author = {H{\'{e}}l{\`{e}}ne Lajous and
Tom Hilbert and
Christopher W. Roy and
S{\'{e}}bastien Tourbier and
Priscille de Dumast and
Yasser Alem{\'{a}}n{-}G{\'{o}}mez and
Thomas Yu and
Hamza Kebiri and
Jean{-}Baptiste Ledoux and
Patric Hagmann and
Reto Meuli and
Vincent Dunet and
M{\'{e}}riam Koob and
Matthias Stuber and
Tobias Kober and
Meritxell Bach Cuadra},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Simulated Half-Fourier Acquisitions Single-shot Turbo Spin Echo {(HASTE)}
of the Fetal Brain: Application to Super-Resolution Reconstruction},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {157--167},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_15},
doi = {10.1007/978-3-030-87735-4\_15},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LajousHRTDAYKLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LaureanoIOMM21,
author = {Beatriz Laureano and
Hassna Irzan and
S{\'{e}}bastien Ourselin and
Neil Marlow and
Andrew Melbourne},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Myelination of Preterm Brain Networks at Adolescence},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {179--188},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_17},
doi = {10.1007/978-3-030-87735-4\_17},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LaureanoIOMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiGSZNPKWM21,
author = {Hongwei Li and
Sunita Gopal and
Anjany Sekuboyina and
Jianguo Zhang and
Chen Niu and
Carolin M. Pirkl and
Jan Kirschke and
Benedikt Wiestler and
Bjoern H. Menze},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Unpaired {MR} Image Homogenisation by Disentangled Representations
and Its Uncertainty},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {44--53},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_5},
doi = {10.1007/978-3-030-87735-4\_5},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LiGSZNPKWM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiSMHEKRA21,
author = {Liu Li and
Matthew Sinclair and
Antonios Makropoulos and
Joseph V. Hajnal and
A. David Edwards and
Bernhard Kainz and
Daniel Rueckert and
Amir Alansary},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal
{MRI}},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {221--230},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_21},
doi = {10.1007/978-3-030-87735-4\_21},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LiSMHEKRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MacleodCCDPERO21,
author = {Russell Macleod and
Serena J. Counsell and
David W. Carmichael and
Ralica Dimitrova and
Maximilian Pietsch and
A. David Edwards and
Mary A. Rutherford and
Jonathan O'Muircheartaigh},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Detection of Injury and Automated Triage of Preterm Neonatal {MRI}
Using Patch-Based Gaussian Processes},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {231--241},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_22},
doi = {10.1007/978-3-030-87735-4\_22},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/MacleodCCDPERO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/QiuL21,
author = {Di Qiu and
Lok Ming Lui},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Modal Uncertainty Estimation for Medical Imaging Based Diagnosis},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {3--13},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_1},
doi = {10.1007/978-3-030-87735-4\_1},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/QiuL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SalariCKG21,
author = {Ali Salari and
Yohan Chatelain and
Gregory Kiar and
Tristan Glatard},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Accurate Simulation of Operating System Updates in Neuroimaging Using
Monte-Carlo Arithmetic},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {14--23},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_2},
doi = {10.1007/978-3-030-87735-4\_2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SalariCKG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/Specktor-Fadida21,
author = {Bella Specktor{-}Fadida and
Daphna Link{-}Sourani and
Shai Ferster{-}Kveller and
Liat Ben{-}Sira and
Elka Miller and
Dafna Ben{-}Bashat and
Leo Joskowicz},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {A Bootstrap Self-training Method for Sequence Transfer: State-of-the-Art
Placenta Segmentation in fetal {MRI}},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {189--199},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_18},
doi = {10.1007/978-3-030-87735-4\_18},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/Specktor-Fadida21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TifreaSY21,
author = {Alexandru Tifrea and
Eric Stavarache and
Fanny Yang},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Novel Disease Detection Using Ensembles with Regularized Disagreement},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {133--144},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_13},
doi = {10.1007/978-3-030-87735-4\_13},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/TifreaSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/UusMGJCPHPKWRHP21,
author = {Alena Uus and
Jacqueline Matthew and
Irina Grigorescu and
Samuel Jupp and
Lucilio Cordero{-}Grande and
Anthony Price and
Emer J. Hughes and
Prachi A. Patkee and
Vanessa Kyriakopoulou and
Robert Wright and
Thomas A. Roberts and
Jana Hutter and
Maximilian Pietsch and
Joseph V. Hajnal and
A. David Edwards and
Mary A. Rutherford and
Maria Deprez},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Spatio-Temporal Atlas of Normal Fetal Craniofacial Feature Development
and CNN-Based Ocular Biometry for Motion-Corrected Fetal {MRI}},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {168--178},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_16},
doi = {10.1007/978-3-030-87735-4\_16},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/UusMGJCPHPKWRHP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ValiuddinVSWS21,
author = {M. M. Amaan Valiuddin and
Christiaan G. A. Viviers and
Ruud J. G. van Sloun and
Peter H. N. de With and
Fons van der Sommen},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Improving Aleatoric Uncertainty Quantification in Multi-annotated
Medical Image Segmentation with Normalizing Flows},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {75--88},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_8},
doi = {10.1007/978-3-030-87735-4\_8},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ValiuddinVSWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WyburdHAJPHN21,
author = {Madeleine K. Wyburd and
Linde S. Hesse and
Moska Aliasi and
Mark Jenkinson and
Aris T. Papageorghiou and
Monique C. Haak and
Ana I. L. Namburete},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Assessment of Regional Cortical Development Through Fissure Based
Gestational Age Estimation in 3D Fetal Ultrasound},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {242--252},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_23},
doi = {10.1007/978-3-030-87735-4\_23},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/WyburdHAJPHN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZeidanGPOFMMAOD21,
author = {Aya Mutaz Zeidan and
Paula Ramirez Gilliland and
Ashay Patel and
Zhanchong Ou and
Dimitra Flouri and
Nada Mufti and
Kasia Maksym and
Rosalind Aughwane and
S{\'{e}}bastien Ourselin and
Anna L. David and
Andrew Melbourne},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Texture-Based Analysis of Fetal Organs in Fetal Growth Restriction},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {253--262},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_24},
doi = {10.1007/978-3-030-87735-4\_24},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ZeidanGPOFMMAOD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhangDR21,
author = {Oliver Zhang and
Jean{-}Benoit Delbrouck and
Daniel L. Rubin},
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Out of Distribution Detection for Medical Images},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
pages = {102--111},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4\_10},
doi = {10.1007/978-3-030-87735-4\_10},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ZhangDR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2021unsure,
editor = {Carole H. Sudre and
Roxane Licandro and
Christian F. Baumgartner and
Andrew Melbourne and
Adrian V. Dalca and
Jana Hutter and
Ryutaro Tanno and
Esra Abaci Turk and
Koen Van Leemput and
Jordina Torrents{-}Barrena and
William M. Wells III and
Christopher K. Macgowan},
title = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd
International Workshop, {UNSURE} 2021, and 6th International Workshop,
{PIPPI} 2021 Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12959},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87735-4},
doi = {10.1007/978-3-030-87735-4},
isbn = {978-3-030-87734-7},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2021unsure.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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